{"city":{"slug":"stockholm-se","name":"Stockholm","country":"SE","country_name":"Sweden"},"category":{"key":"vehicle_parts_store","label":"Vehicle Parts Store","phrase":"vehicle parts shops","family":"shopping"},"candidates":31,"rank":{"method":"curation quality, not popularity: how well attested and how complete a record is","weights":{"attest":0.35,"complete":0.25,"confidence":0.2,"designation":0.4,"fame":-0.15,"chain":-0.3},"limit":"no licensable popularity signal; this ranks curation quality, not taste","anchors":{"wikivoyage":{"status":"validation-only","source":"Wikivoyage (English) editorial listings","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/","attribution":"Wikivoyage contributors","gate_m":250,"min_group":10,"matched":5951,"matched_cities":294,"anchors_in_groups":5651,"groups":1554,"cities_in_groups":267,"median_percentile":73.02,"share_top_decile":0.242,"share_rank_1":0.029,"families":{"arts_and_entertainment":{"anchors":1112,"cities":122,"validated":true,"median_percentile":70.83,"share_top_decile":0.221},"food_and_drink":{"anchors":2312,"cities":180,"validated":true,"median_percentile":71.88,"share_top_decile":0.228},"health_care":{"anchors":5,"cities":5,"validated":false},"lifestyle_services":{"anchors":17,"cities":16,"validated":false},"lodging":{"anchors":1442,"cities":235,"validated":true,"median_percentile":76.19,"share_top_decile":0.275},"shopping":{"anchors":528,"cities":110,"validated":true,"median_percentile":76.42,"share_top_decile":0.261},"sports_and_recreation":{"anchors":209,"cities":70,"validated":true,"median_percentile":69.69,"share_top_decile":0.22},"travel_and_transportation":{"anchors":26,"cities":22,"validated":false}},"limit":"An anchor only exists where Wikivoyage and the catalogue name the same place, so the matched set is biased toward well-attested places - which the rank rewards through `attest`. Every number here is a lower bound on the ranking's agreement with editorial selection, not an unbiased estimate of it."},"michelin":{"matched":533,"anchors_in_groups":528,"median_percentile":100,"circular":true,"why":"partly circular: 17 of the 5,951 Wikivoyage anchors carry the designation term this rank rewards (designation +0.40) and sit at a median percentile of 99.93, against 72.55 for the 5,934 matched anchors without it. A validation set that shares a term with the model measures the term, not the model.","designated":{"anchors":17,"median_percentile":99.93},"undesignated":{"anchors":5934,"median_percentile":72.55}},"heritage":{"matched_in_groups":1,"median_percentile":87.5,"note":"one anchor: too few to validate anything"}}},"sources":[{"id":"meta","name":"Meta","licence":"CDLA-Permissive-2.0"},{"id":"overture","name":"Overture Maps Foundation","licence":"CDLA-Permissive-2.0"}],"attribution":"Data: AllThePlaces (CC0-1.0), BrightQuery (CDLA-Permissive-2.0), DAC (CDLA-Permissive-2.0), Foursquare Open Source Places (Apache-2.0), Meta (CDLA-Permissive-2.0), Microsoft (CDLA-Permissive-2.0), Overture Maps Foundation (CDLA-Permissive-2.0), PinMeTo (CDLA-Permissive-2.0), RenderSEO (CDLA-Permissive-2.0).","placement":"Nobody paid for placement: no ads, no sponsored results, no ratings for sale.","no_ratings":"The catalogue carries no rating, review count, price or opening hours, so this file has none.","generated":"2026-10-21","places":[{"rank":1,"place_id":"gers:d3985788-b1b8-4a0f-8649-020c15013f7c","name":"Erlandsons Brygga AB","category":"vehicle_parts_store","address":"Karlsrogatan 1","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.209,"percentile":100},{"rank":2,"place_id":"gers:f43886e8-1783-40ae-bac3-fa5ca5acd223","name":"Mareco","category":"vehicle_parts_store","address":"Torpvägen 3","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.143,"percentile":96.67},{"rank":3,"place_id":"gers:277ef59b-50c8-4133-a137-d44182a68790","name":"Broms and Toppservice","category":"vehicle_parts_store","address":"Hagvägen 63","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.13,"percentile":93.33},{"rank":4,"place_id":"gers:92cc99b1-028c-4a65-b9a7-c02edbcb8bf6","name":"EKG Bildelar","category":"vehicle_parts_store","address":"Ringvägen 114","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.114,"percentile":90},{"rank":5,"place_id":"gers:7547151b-4585-4c64-bdc9-84fd6a182959","name":"RRD Reservdelar","category":"vehicle_parts_store","address":"Radiovägen 15","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.096,"percentile":86.67},{"rank":6,"place_id":"gers:e4fc3aaf-4e3d-4de3-aa95-2a79e6a87b7a","name":"Allbildelar AB","category":"vehicle_parts_store","address":"Hökärrsvägen 125","sources":["meta","overture"],"providers":2,"confidence":0.982,"website":true,"phone":true,"michelin":false,"score":2.078,"percentile":83.33},{"rank":7,"place_id":"gers:6535bc6a-de85-4a2f-8aa4-9a9ae4b1fcd1","name":"Serman Green Tech Ab","category":"vehicle_parts_store","address":"Smista allé 15","sources":["meta","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.063,"percentile":80},{"rank":8,"place_id":"gers:758aa892-e2a0-42db-bcbb-39ed81863c05","name":"OL Marin - Volvo Penta","category":"vehicle_parts_store","address":"Karlbergs strand 4","sources":["meta","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.055,"percentile":76.67},{"rank":9,"place_id":"gers:fab490c7-1c34-4a25-9700-2aa91a448357","name":"Sjöboden Jollesport","category":"vehicle_parts_store","address":"Brädgårdsvägen 4","sources":["meta","overture"],"providers":2,"confidence":0.976,"website":true,"phone":true,"michelin":false,"score":2.02,"percentile":73.33},{"rank":10,"place_id":"gers:a89f39bd-a226-400a-a09f-5a477623593a","name":"Autoexperten Stockholm Syd","category":"vehicle_parts_store","address":"Upplagsvägen 10","sources":["meta","overture"],"providers":2,"confidence":0.975,"website":true,"phone":true,"michelin":false,"score":2.011,"percentile":70}]}